Language modeling for dialog system. - Wei Xu 017; Alex Rudnicky (INTERSPEECH, 2000)

Can artificial neural networks learn language models? - Wei Xu 017; Alex Rudnicky (INTERSPEECH, 2000)

Exploration and Exploitation in Adaptive Filtering Based on Bayesian Active Learning. - Yi Zhang 001; Wei Xu 017; James P. Callan (ICML, 2003)

A hierarchical naive Bayes mixture model for name disambiguation in author citations. - Hui Han 001; Wei Xu 017; Hongyuan Zha; C. Lee Giles (SAC, 2005)

Fast exact maximum likelihood estimation for mixture of language models. - Yi Zhang 001; Wei Xu 017 (SIGIR, 2007)

Fast exact maximum likelihood estimation for mixture of language model. - Yi Zhang 001; Wei Xu 017 (Inf. Process. Manag., 2008)

Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent - Wei Xu 017 (CoRR, 2011)

Explain Images with Multimodal Recurrent Neural Networks. - Junhua Mao; Wei Xu 017; Yi Yang 007; Jiang Wang 001; Alan L. Yuille (CoRR, 2014)

End-to-end learning of semantic role labeling using recurrent neural networks. - Jie Zhou 025; Wei Xu 017 (ACL (1), 2015)

Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks. - Chunshui Cao; Xianming Liu; Yi Yang 007; Yinan Yu; Jiang Wang 001; Zilei Wang; Yongzhen Huang; Liang Wang 001; Chang Huang; Wei Xu 017; Deva Ramanan; Thomas S. Huang (ICCV, 2015)

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question. - Haoyuan Gao; Junhua Mao; Jie Zhou 025; Zhiheng Huang; Lei Wang; Wei Xu 017 (NIPS, 2015)

ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering. - Kan Chen; Jiang Wang 001; Liang-Chieh Chen; Haoyuan Gao; Wei Xu 017; Ram Nevatia (CoRR, 2015)

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering. - Haoyuan Gao; Junhua Mao; Jie Zhou 025; Zhiheng Huang; Lei Wang; Wei Xu 017 (CoRR, 2015)

Bidirectional LSTM-CRF Models for Sequence Tagging. - Zhiheng Huang; Wei Xu 017; Kai Yu 001 (CoRR, 2015)

Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images. - Junhua Mao; Wei Xu 017; Yi Yang 007; Jiang Wang 001; Zhiheng Huang; Alan L. Yuille (CoRR, 2015)

Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN). - Junhua Mao; Wei Xu 017; Yi Yang 007; Jiang Wang 001; Alan L. Yuille (ICLR, 2015)

CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. - Zihang Dai; Lei Li 005; Wei Xu 017 (ACL (1), 2016)

Attention to Scale: Scale-Aware Semantic Image Segmentation. - Liang-Chieh Chen; Yi Yang 007; Jiang Wang 001; Wei Xu 017; Alan L. Yuille (CVPR, 2016)

CNN-RNN: A Unified Framework for Multi-label Image Classification. - Jiang Wang 001; Yi Yang 007; Junhua Mao; Zhiheng Huang; Chang Huang; Wei Xu 017 (CVPR, 2016)

Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks. - Haonan Yu; Jiang Wang 001; Zhiheng Huang; Yi Yang 007; Wei Xu 017 (CVPR, 2016)

Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation. - Jie Zhou 025; Ying Cao; Xuguang Wang; Peng Li 030; Wei Xu 017 (Trans. Assoc. Comput. Linguistics, 2016)

Dynamic Computational Time for Visual Attention. - Zhichao Li; Yi Yang 007; Xiao Liu 022; Feng Zhou 002; Shilei Wen; Wei Xu 017 (ICCV Workshops, 2017)

Dynamic Computational Time for Visual Attention. - Zhichao Li; Yi Yang 007; Xiao Liu 022; Shilei Wen; Wei Xu 017 (CoRR, 2017)

A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment. - Haonan Yu; Haichao Zhang 001; Wei Xu 017 (CoRR, 2017)

Listen, Interact and Talk: Learning to Speak via Interaction. - Haichao Zhang 001; Haonan Yu; Wei Xu 017 (CoRR, 2017)

Unsupervised Learning Layers for Video Analysis. - Liang Zhao 006; Yang Wang 046; Yi Yang 007; Wei Xu 017 (CoRR, 2017)

Unsupervised Learning of Geometry with Edge-aware Depth-Normal Consistency. - Zhenheng Yang; Peng Wang 001; Wei Xu 017; Liang Zhao 006; Ramakant Nevatia (CoRR, 2017)

Occlusion Aware Unsupervised Learning of Optical Flow. - Yang Wang 046; Yi Yang 007; Zhenheng Yang; Liang Zhao 006; Wei Xu 017 (CoRR, 2017)

State Tracking Networks for Dialog State Tracking. - Xuguang Wang; Xingyi Cheng; Jie Zhou 025; Wei Xu 017 (AAAI Workshops, 2018)

Unsupervised Learning of Geometry From Videos With Edge-Aware Depth-Normal Consistency. - Zhenheng Yang; Peng Wang 001; Wei Xu 017; Liang Zhao 006; Ramakant Nevatia (AAAI, 2018)

Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game. - Haichao Zhang 001; Haonan Yu; Wei Xu 017 (ACL (1), 2018)

Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents. - Haonan Yu; Xiaochen Lian; Haichao Zhang 001; Wei Xu 017 (CoRL, 2018)

Occlusion Aware Unsupervised Learning of Optical Flow. - Yang Wang 046; Yi Yang 007; Zhenheng Yang; Liang Zhao 006; Peng Wang 001; Wei Xu 017 (CVPR, 2018)

DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map. - Peng Wang 001; Ruigang Yang; Binbin Cao; Wei Xu 017; Yuanqing Lin (CVPR, 2018)

LEGO: Learning Edge With Geometry All at Once by Watching Videos. - Zhenheng Yang; Peng Wang 001; Yang Wang 046; Wei Xu 017; Ram Nevatia (CVPR, 2018)

Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding. - Zhenheng Yang; Peng Wang 001; Yang Wang 046; Wei Xu 017; Ram Nevatia (ECCV Workshops (5), 2018)

Interactive Grounded Language Acquisition and Generalization in a 2D World. - Haonan Yu; Haichao Zhang 001; Wei Xu 017 (ICLR (Poster), 2018)

DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting. - Xingyi Cheng; Ruiqing Zhang; Jie Zhou 025; Wei Xu 017 (IJCNN, 2018)

Tracklet Association Tracker: An End-to-End Learning-based Association Approach for Multi-Object Tracking. - Han Shen; Lichao Huang; Chang Huang; Wei Xu 017 (CoRR, 2018)

Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos. - Yang Wang 046; Zhenheng Yang; Peng Wang 001; Yi Yang 007; Chenxu Luo; Wei Xu 017 (CoRR, 2018)

Zero-Shot Transfer VQA Dataset. - Yuanpeng Li 001; Yi Yang 007; Jianyu Wang; Wei Xu 017 (CoRR, 2018)

UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos. - Yang Wang 046; Peng Wang 001; Zhenheng Yang; Chenxu Luo; Yi Yang 007; Wei Xu 017 (CVPR, 2019)

Learning Good Representation via Continuous Attention. - Liang Zhao 006; Wei Xu 017 (CoRR, 2019)

Implicit Generative Modeling for Efficient Exploration. - Neale Ratzlaff; Qinxun Bai; Fuxin Li; Wei Xu 017 (ICML, 2020)

Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding. - Chenxu Luo; Zhenheng Yang; Peng Wang 001; Yang Wang 046; Wei Xu 017; Ram Nevatia; Alan L. Yuille (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. - Jifan Yu; Yuquan Wang; Qingyang Zhong; Gan Luo; Yiming Mao 005; Kai Sun; Wenzheng Feng; Wei Xu 017; Shulin Cao; Kaisheng Zeng; Zijun Yao 002; Lei Hou 001; et al. (CIKM, 2021)

Hierarchical Reinforcement Learning by Discovering Intrinsic Options. - Jesse Zhang; Haonan Yu; Wei Xu 017 (ICLR, 2021)

Generative Particle Variational Inference via Estimation of Functional Gradients. - Neale Ratzlaff; Qinxun Bai; Fuxin Li; Wei Xu 017 (ICML, 2021)

TAAC: Temporally Abstract Actor-Critic for Continuous Control. - Haonan Yu; Wei Xu 017; Haichao Zhang 001 (NeurIPS, 2021)

MetaView: Few-shot Active Object Recognition. - Wei Wei; Haonan Yu; Haichao Zhang 001; Wei Xu 017; Ying Wu 001 (CoRR, 2021)

TASAC: Temporally Abstract Soft Actor-Critic for Continuous Control. - Haonan Yu; Wei Xu 017; Haichao Zhang 001 (CoRR, 2021)

The Tenth Visual Object Tracking VOT2022 Challenge Results. - Matej Kristan; Ales Leonardis; Jirí Matas; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Johanna Björklund; et al. (ECCV Workshops (8), 2022)

HiFace: Hybrid Task Learning for Face Reconstruction from Single Image. - Wei Xu 017; Zhihong Fu; Zhixing Chen; Qili Deng; Mingtao Fu; Xijin Zhang; Yuan Gao; Daniel K. Du; Min Zheng (ECCV Workshops (5), 2022)

Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning. - Haichao Zhang 001; Wei Xu 017; Haonan Yu (ICLR, 2022)

Distributionally Robust Q-Learning. - Zijian Liu 003; Qinxun Bai; Jose H. Blanchet; Perry Dong; Wei Xu 017; Zhengqing Zhou; Zhengyuan Zhou (ICML, 2022)

Society of Agents: Regret Bounds of Concurrent Thompson Sampling. - Yan Chen; Perry Dong; Qinxun Bai; Maria Dimakopoulou; Wei Xu 017; Zhengyuan Zhou (NeurIPS, 2022)

PaCo: Parameter-Compositional Multi-task Reinforcement Learning. - Lingfeng Sun; Haichao Zhang 001; Wei Xu 017; Masayoshi Tomizuka (NeurIPS, 2022)

Towards Safe Reinforcement Learning with a Safety Editor Policy. - Haonan Yu; Wei Xu 017; Haichao Zhang 001 (NeurIPS, 2022)

Do You Need the Entropy Reward (in Practice)? - Haonan Yu; Haichao Zhang 001; Wei Xu 017 (CoRR, 2022)

Understanding Natural Gradient in Sobolev Spaces. - Qinxun Bai; Steven Rosenberg; Wei Xu 017 (CoRR, 2022)

Policy Expansion for Bridging Offline-to-Online Reinforcement Learning. - Haichao Zhang 001; Wei Xu 017; Haonan Yu (ICLR, 2023)

Imitation with Spatial-Temporal Heatmap: 2nd Place Solution for NuPlan Challenge. - Yihan Hu 001; Kun Li; Pingyuan Liang; Jingyu Qian; Zhening Yang; Haichao Zhang 001; Wenxin Shao; Zhuangzhuang Ding; Wei Xu 017; Qiang Liu (CoRR, 2023)

Efficient Multi-Task and Transfer Reinforcement Learning With Parameter-Compositional Framework. - Lingfeng Sun; Haichao Zhang 001; Wei Xu 017; Masayoshi Tomizuka (IEEE Robotics Autom. Lett., 2023)

Solving Motion Planning Tasks with a Scalable Generative Model. - Yihan Hu 001; Siqi Chai; Zhening Yang; Jingyu Qian; Kun Li; Wenxin Shao; Haichao Zhang 001; Wei Xu 017; Qiang Liu (ECCV (42), 2024)

VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE. - Haonan Yu; Wei Xu 017 (ICLR, 2024)

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning. - Zehan Qi; Xiao Liu 036; Iat Long Iong; Hanyu Lai; Xueqiao Sun; Wenyi Zhao; Yu Yang; Xinyue Yang; Jiadai Sun; Shuntian Yao; Tianjie Zhang; Wei Xu 017; et al. (CoRR, 2024)

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning. - Zehan Qi; Xiao Liu 036; Iat Long Iong; Hanyu Lai; Xueqiao Sun; Jiadai Sun; Xinyue Yang; Yu Yang; Shuntian Yao; Wei Xu 017; Jie Tang 001; Yuxiao Dong (ICLR, 2025)

Generalized Tangent Kernel: A Unified Geometric Foundation for Natural Gradient and Standard Gradient. - Qinxun Bai; Steven Rosenberg; Wei Xu 017 (Trans. Mach. Learn. Res., 2025)

SLIM: Sim-to-Real Legged Instructive Manipulation via Long-Horizon Visuomotor Learning. - Haichao Zhang 001; Haonan Yu; Le Zhao; Andrew Choi; Qinxun Bai; Break Yang; Wei Xu 017 (CoRR, 2025)